Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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ESADE D3: Institute for Data-Driven Decisions
Agell Jané, N. (PI), Barasz, K. N. (Research), Bertini, M. (Research), Casabayó Bonás, M. (Research), Cuneo Zuñiga, A. (Research), De Langhe, B. (Research), Evangelidis, I. (Research), Fronte, P. (Research), Galli, M. (Research), Iglesias Bedós, O. (Research), Kozah, A. E. (Research), Mavrommatis, A. (Research), Mostafavi, S. (Research), Nguyen, J. (PI), Nin Guerrero, J. (Research), Ozer, I. (Research), Rovira Llobera, X. (Research), Simonsohn, U. (Research), Torrens Arnal, M. (Research), Unceta Mendieta, I. (Research), Valenzuela Martínez, A. (Research), Prat Pubill, Q. (Research), Zacharaki, K. (Research), Schoenmueller, V. (Research), Rodriguez Serrano, J. A. (Research), Lopez Lopez, D. (Research), Sanchez-Hernandez, G. (Research) & Fridman, A. (Research)
Agència de Gestió d'Ajuts Universitaris i de Recerca (AGAUR)
1/01/22 → 30/06/25
Project: Research Groups and Network Grants › Research Groups
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Machine Learning in Finance
Akoglu, L., Chawla, N., Domingo-Ferrer, J., Kurshan, E., Kumar, S., Naware, V., Rodriguez-Serrano, J. A., Chaturvedi, I., Nagrecha, S., Das, M. & Faruquie, T., 25 Aug 2024, KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 6703 1 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Book chapter › Conference contribution › peer-review
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Poster: Using Deep Attention Multiple Instance Learning To Improve Malpractices Detection In The Health Sector
Bueno, A., Rodriguez-Serrano, J. A., Torrens, M., Agell, N., Nguyen, J. T. V. & Agell, N., 22 May 2024.Research output: Conference paper › Contribution
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Prototype-based learning for real estate valuation: a machine learning model that explains prices
Rodriguez-Serrano, J. A., 23 Sept 2024, In: Annals of Operations Research. 25 p.Research output: Indexed journal article › Article › peer-review
Open Access -
Deep Non-Crossing Quantiles through the Partial Derivative
Brando, A., Gimeno, J., Rodriguez-Serrano, J. A. & Vitrià, J., 2022, In: Proceedings of Machine Learning Research. 151, p. 7902-7914 13 p.Research output: Indexed journal article › Conference article › peer-review
6 Citations (Scopus) -
Machine Learning in Finance
Kumar, S., Akoglu, L., Chawla, N., Rodriguez-Serrano, J. A., Faruquie, T. & Nagrecha, S., 14 Aug 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4139-4140 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Book chapter › Conference contribution › peer-review
3 Citations (Scopus)